Basic Statistics

Raw Counts

Name Value
Rows 214
Columns 49
Discrete columns 49
Continuous columns 0
All missing columns 0
Missing observations 325
Complete Rows 56
Total observations 10,486
Memory allocation 138.9 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Bar Chart (with frequency)

## 6 columns ignored with more than 50 categories.
## Virus_Name: 61 categories
## Virus_name_2: 52 categories
## Host.Species: 54 categories
## Spillover.Species: 63 categories
## sHostNameFinal: 54 categories
## Cell_Receptor: 63 categories

Correlation Analysis

## Warning in cor(x = structure(list(Virus_Name_Influenza.A = c(1L, 1L, 1L, : the
## standard deviation is zero

Principal Component Analysis

## Warning in plot_prcomp(data = structure(list(Virus_Name = c("Influenza A", : The following features are dropped due to zero variance:
##  * CT_macrophages_not_macrophages
##  * CT_endothelium_not_endothelium
##  * CT_hepatocytes_not_hepatocytes
##  * CT_intestinal_epithelium_not_intestinal_epithelium
##  * OA_pancreas_not_pancreas
##  * OA_renal_not_renal_system
##  * OA_heart_not_heart
##  * OA_musculoskeletal_not_musculoskeletal_system
##  * OA_endothelium_not_endothelium
##  * OA_integument_not_integument
##  * OA_reproductive_not_reproductive_system
##  * OA_thyroid_not_thyroid
##  * OA_liver_not_liver
##  * SM_gastrointestinal_not_gastrointestinal
##  * SM_viremia_not_viremia
##  * CR_integrins_not_integrins
##  * CR_HSPG_not_HSPG